Hi everyone,
I'm working on a task which consists in detecting if there are some foreign objects (like bolts, pliers etc.) inside the interior of an aircraft's wing. Problem is that my neural networks should find out-of-place objects inside the specified environment. I was thinking to train pytorch pre-trained CNN like Resnet101 or Inceptionv3. Do you know any further suitable CNN for this particular use-case or a different technique? I am open to any kind of suggestion. Thanks in advance.
Hi Giuseppe Giametta
Hope this article will help you:
Article Region Based CNN for Foreign Object Debris Detection on Airf...
Regards
You may have a look at https://github.com/tensorflow/models/blob/master/research/object_detection/g3doc/detection_model_zoo.md
For more data and models please visit: https://pathmind.com/wiki/open-datasets
Here are some links to take a look at that could be helpful
Article Region Based CNN for Foreign Object Debris Detection on Airf...
Article Foreign object debris material recognition based on convolut...
This last link is pretty basic but you might be able to apply or adapt it to fit your needs
https://www.pyimagesearch.com/2017/09/11/object-detection-with-deep-learning-and-opencv/
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